Trust Region Policy Optimization

John Schulman, Sergey Levine, Pieter Abbeel, Michael I. Jordan, Philipp Moritz

Abstract: In this article, we describe a method for optimizing control policies, with guaranteed monotonic improvement. By making several approximations to the theoretically-justified scheme, we develop a pr...